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    <title>DEV Community: CodeWanderer</title>
    <description>The latest articles on DEV Community by CodeWanderer (@yanceyxin).</description>
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      <title>DEV Community: CodeWanderer</title>
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    <item>
      <title>GitHub Weekly Trending Repositories Report</title>
      <dc:creator>CodeWanderer</dc:creator>
      <pubDate>Sun, 17 May 2026 11:16:54 +0000</pubDate>
      <link>https://dev.to/yanceyxin/github-weekly-trending-repositories-report-2g68</link>
      <guid>https://dev.to/yanceyxin/github-weekly-trending-repositories-report-2g68</guid>
      <description>&lt;h2&gt;
  
  
  Week of May 9 – May 15, 2026
&lt;/h2&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Published&lt;/strong&gt;: May 17, 2026&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Data Source&lt;/strong&gt;: &lt;a href="https://www.star-history.com/" rel="noopener noreferrer"&gt;star-history.com&lt;/a&gt;&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Coverage&lt;/strong&gt;: Weekly trending repositories — 7-day star gain rankings&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Author&lt;/strong&gt;: CodeWanderer&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Tags&lt;/strong&gt;: GitHub | Open Source | AI Agents | Developer Tools | Trending&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  Table of Contents
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Executive Summary&lt;/li&gt;
&lt;li&gt;The Big Picture: A Week Dominated by AI Agent Skills&lt;/li&gt;
&lt;li&gt;Top 20 Weekly Trending Repositories&lt;/li&gt;
&lt;li&gt;Deep Dives: Top Repository Highlights&lt;/li&gt;
&lt;li&gt;Thematic Analysis: What's Driving the Trend&lt;/li&gt;
&lt;li&gt;Organization Breakdown&lt;/li&gt;
&lt;li&gt;Key Statistics&lt;/li&gt;
&lt;li&gt;Notable Entries &amp;amp; Rising Stars&lt;/li&gt;
&lt;li&gt;What This Means for the Ecosystem&lt;/li&gt;
&lt;li&gt;Conclusion&lt;/li&gt;
&lt;/ol&gt;




&lt;h2&gt;
  
  
  1. Executive Summary
&lt;/h2&gt;

&lt;p&gt;This week's GitHub trending data (&lt;strong&gt;May 9 – May 15, 2026&lt;/strong&gt;) paints a remarkably clear picture: &lt;strong&gt;AI agent skills frameworks have taken over the open-source ecosystem&lt;/strong&gt;. Of the top 20 fastest-growing repositories, at least &lt;strong&gt;5 contain the word "skills"&lt;/strong&gt; in their names, and the broader Claude Code / AI coding assistant ecosystem accounts for &lt;strong&gt;3+ additional entries&lt;/strong&gt;. The week's top repository — &lt;strong&gt;mattpocock/skills&lt;/strong&gt; — accumulated &lt;strong&gt;+1,618 stars in a single week&lt;/strong&gt;, and the combined top 20 repositories collectively gained nearly &lt;strong&gt;14,600 stars&lt;/strong&gt; in 7 days.&lt;/p&gt;

&lt;p&gt;The entry threshold to the top 20 this week is &lt;strong&gt;+415 stars&lt;/strong&gt;, an exceptionally high bar that signals extraordinary developer activity. The trend is unmistakable: the community is racing to build, share, and refine the "skills" (i.e., behavioral patterns, workflows, and tooling) that make AI coding agents genuinely useful in real engineering environments.&lt;/p&gt;




&lt;h2&gt;
  
  
  2. The Big Picture
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────────────────────────────────────┐
│           GitHub Weekly Trending — May 9–15, 2026: Theme Distribution        │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                             │
│   AI Agent Skills Frameworks  ████████████████████░░░░░░░  5 repos (25%)   │
│                                                                             │
│   Claude Code Ecosystem       ██████████████░░░░░░░░░░░░░░░  3 repos (15%)   │
│                                                                             │
│   General AI / LLM Tools     ████████████░░░░░░░░░░░░░░░░  3 repos (15%)   │
│                                                                             │
│   Finance / Trading AI       ████████░░░░░░░░░░░░░░░░░░░░  2 repos (10%)   │
│                                                                             │
│   Design / Creative AI       ████████░░░░░░░░░░░░░░░░░░░░░  2 repos (10%)   │
│                                                                             │
│   Developer Tooling / Other  ██████████████████████████░░░  5 repos (25%)   │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This week's trending list is &lt;strong&gt;overwhelmingly concentrated in AI agent tooling&lt;/strong&gt;, with a specific focus on &lt;strong&gt;skills-based frameworks&lt;/strong&gt; — repositories that package reusable workflows, coding patterns, and operational guardrails for AI coding agents like Claude Code, Codex, and similar tools.&lt;/p&gt;

&lt;h3&gt;
  
  
  The "Skills" Pattern Goes Viral
&lt;/h3&gt;

&lt;p&gt;The most remarkable phenomenon this week is the &lt;strong&gt;proliferation of the "skills" pattern&lt;/strong&gt; for AI agents. Inspired by Matt Pocock's original &lt;code&gt;mattpocock/skills&lt;/code&gt; repository (which open-sourced his personal &lt;code&gt;.claude&lt;/code&gt; directory), developers worldwide are now creating their own skills collections, specialized skill frameworks, and derivative works:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Theme&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;mattpocock/skills&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Real engineering skills for Claude Code — TDD, guardrails, debugging&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;multica-ai/andrej-karpathy-skills&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Skills based on Andrej Karpathy's AI engineering philosophy&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;addyosmani/agent-skills&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Agent skills by Google's Addy Osmani&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;anthropics/skills&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Anthropic's official skills framework&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;anthropics/financial-services&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Domain-specific AI agent toolkit (finance)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;This is not a coincidence — it reflects a &lt;strong&gt;paradigm shift&lt;/strong&gt; in how developers are thinking about AI coding assistants. Rather than treating AI agents as black-box code generators, the community is now actively engineering the &lt;strong&gt;context, constraints, and workflows&lt;/strong&gt; that make AI agents reliable in production environments.&lt;/p&gt;




&lt;h2&gt;
  
  
  3. Top 20 Weekly Trending Repositories
&lt;/h2&gt;

&lt;h3&gt;
  
  
  3.1 Full Rankings Table
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Rank&lt;/th&gt;
&lt;th&gt;Change&lt;/th&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Stars Gained&lt;/th&gt;
&lt;th&gt;Owner Type&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;1&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;—&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/mattpocock/skills" rel="noopener noreferrer"&gt;mattpocock/skills&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+1,618&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;2&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +3&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/nousresearch/hermes-agent" rel="noopener noreferrer"&gt;NousResearch/hermes-agent&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+1,332&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Research Lab&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;3&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +7&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/multica-ai/andrej-karpathy-skills" rel="noopener noreferrer"&gt;multica-ai/andrej-karpathy-skills&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+1,117&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Startup&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;4&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -2&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anthropics/financial-services" rel="noopener noreferrer"&gt;anthropics/financial-services&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+1,075&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Company&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;5&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +12&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/obra/superpowers" rel="noopener noreferrer"&gt;obra/superpowers&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+951&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;6&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -1&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/Hmbown/DeepSeek-TUI" rel="noopener noreferrer"&gt;Hmbown/DeepSeek-TUI&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+881&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;7&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;🆕 New&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/farion1231/cc-switch" rel="noopener noreferrer"&gt;farion1231/cc-switch&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+866&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;8&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +10&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/affaan-m/everything-claude-code" rel="noopener noreferrer"&gt;affaan-m/everything-claude-code&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+858&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;9&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -4&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/addyosmani/agent-skills" rel="noopener noreferrer"&gt;addyosmani/agent-skills&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+840&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual (Google)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;10&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;—&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/github/spec-kit" rel="noopener noreferrer"&gt;github/spec-kit&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+736&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Organization&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;11&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +2&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/datawhalechina/hello-agents" rel="noopener noreferrer"&gt;datawhalechina/hello-agents&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+652&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Organization&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;12&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +5&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/VoltAgent/awesome-design-md" rel="noopener noreferrer"&gt;VoltAgent/awesome-design-md&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+637&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Organization&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;13&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +18&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/tinyhumansai/openhuman" rel="noopener noreferrer"&gt;tinyhumansai/openhuman&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+629&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Startup&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;14&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -5&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/garrytan/gstack" rel="noopener noreferrer"&gt;garrytan/gstack&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+588&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual (YC)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;15&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +8&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/ruvnet/ruflo" rel="noopener noreferrer"&gt;ruvnet/ruflo&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+502&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;16&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -7&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/TauricResearch/TradingAgents" rel="noopener noreferrer"&gt;TauricResearch/TradingAgents&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+497&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Research Lab&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;17&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▲ +3&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anthropics/skills" rel="noopener noreferrer"&gt;anthropics/skills&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+439&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Company&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;18&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;🆕 New&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anomalyco/opencode" rel="noopener noreferrer"&gt;anomalyco/opencode&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+430&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Company&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;19&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;▼ -6&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/bytedance/UI-TARS-desktop" rel="noopener noreferrer"&gt;bytedance/UI-TARS-desktop&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+428&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Corporation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;20&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;🆕 New&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/yikart/AiToEarn" rel="noopener noreferrer"&gt;yikart/AiToEarn&lt;/a&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;+415&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Individual&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Legend&lt;/strong&gt;: ▲ = moved up, ▼ = moved down, — = no change, 🆕 = new entry&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h3&gt;
  
  
  3.2 Rank Movement Summary
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Movement Type&lt;/th&gt;
&lt;th&gt;Count&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Rising (▲)&lt;/td&gt;
&lt;td&gt;8 repos&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Falling (▼)&lt;/td&gt;
&lt;td&gt;6 repos&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Steady (—)&lt;/td&gt;
&lt;td&gt;5 repos&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;New Entry (🆕)&lt;/td&gt;
&lt;td&gt;3 repos&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  3.3 Distribution by Owner Type
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Owner Type&lt;/th&gt;
&lt;th&gt;Count&lt;/th&gt;
&lt;th&gt;Notable Examples&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Individual developers&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;11&lt;/td&gt;
&lt;td&gt;mattpocock, Hmbown, farion1231, affaan-m&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Companies&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;Anthropic, ByteDance, Anomaly Innovations&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Research labs&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;NousResearch, TauricResearch, multica-ai&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Organizations&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;GitHub, DatawhaleChina, VoltAgent&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  4. Deep Dives: Top Repository Highlights
&lt;/h2&gt;

&lt;h3&gt;
  
  
  4.1 #1 — mattpock/skills (+1,618 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;"Skills for Real Engineers. Straight from my .claude directory."&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;strong&gt;mattpocock/skills&lt;/strong&gt; is the crown jewel of this week's trending list. Created by &lt;strong&gt;Matt Pocock&lt;/strong&gt; — a renowned TypeScript expert and former Vercel developer — this repository open-sources his personal &lt;code&gt;.claude&lt;/code&gt; directory, which contains the &lt;strong&gt;agent skills&lt;/strong&gt; he uses daily for real engineering work.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Why it matters&lt;/strong&gt;: The repository represents a new paradigm in AI-native knowledge management. Instead of treating AI coding assistants as one-size-fits-all code generators, Pocock has systematically engineered:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;TDD (Test-Driven Development) skills&lt;/strong&gt;: Instructing AI agents to write tests before implementation&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Guardrail skills&lt;/strong&gt;: Blocking dangerous commands (e.g., &lt;code&gt;git push --force&lt;/code&gt;, &lt;code&gt;rm -rf&lt;/code&gt;) with confirmation hooks&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Structured debugging skills&lt;/strong&gt;: Guiding agents through systematic debugging workflows&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;TypeScript-specific patterns&lt;/strong&gt;: Deep integration with TypeScript's type system for better AI output&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The repository has spawned numerous derivatives and inspired an entire ecosystem of "skills" repositories this week, making it arguably the &lt;strong&gt;most influential open-source project of the week&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  4.2 #2 — NousResearch/hermes-agent (+1,332 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;"The agent that grows with you."&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;strong&gt;Hermes Agent&lt;/strong&gt; is an open-source autonomous AI agent framework developed by &lt;strong&gt;Nous Research&lt;/strong&gt;, released in February 2026. With over &lt;strong&gt;105,000 total stars&lt;/strong&gt; as of this week, it represents the flagship open-source AI agent project.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Key features&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Self-improving memory&lt;/strong&gt;: The agent learns from interactions and becomes more capable over time&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cross-platform&lt;/strong&gt;: Runs on Linux, macOS, and with limitations on Windows&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Python-based&lt;/strong&gt;: MIT-licensed, highly extensible architecture&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;v0.11.0 "The Interface Release"&lt;/strong&gt;: Recent major update with 1,556 commits merged&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The project represents the &lt;strong&gt;"agent that grows with you"&lt;/strong&gt; philosophy — rather than stateless, single-session AI tools, Hermes Agent maintains persistent context and memory that compounds over time, making it increasingly effective for long-term engineering tasks.&lt;/p&gt;

&lt;h3&gt;
  
  
  4.3 #3 — multica-ai/andrej-karpathy-skills (+1,117 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;"Andrej Karpathy's AI engineering skills, packaged for agents."&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;This repository applies the skills pattern pioneered by Matt Pocock specifically to the &lt;strong&gt;philosophy and techniques of Andrej Karpathy&lt;/strong&gt;, one of the most influential figures in AI/ML education.&lt;/p&gt;

&lt;p&gt;The repository packages Karpathy's documented AI engineering workflows, including:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Neural network implementation patterns&lt;/li&gt;
&lt;li&gt;Training and fine-tuning workflows&lt;/li&gt;
&lt;li&gt;LLM utilization best practices&lt;/li&gt;
&lt;li&gt;Reproducibility and experiment tracking&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Why it matters&lt;/strong&gt;: This represents the &lt;strong&gt;generalization of the skills pattern&lt;/strong&gt; — it's not just about coding tools, but about encoding the workflows and mental models of expert practitioners into reusable agent behaviors.&lt;/p&gt;

&lt;h3&gt;
  
  
  4.4 #4 — anthropics/financial-services (+1,075 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Anthropic's official domain-specific agent toolkit for financial services.&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;This is &lt;strong&gt;Anthropic's second entry&lt;/strong&gt; in this week's top 20 (alongside &lt;code&gt;anthropics/skills&lt;/code&gt; at #17). The &lt;code&gt;financial-services&lt;/code&gt; repository provides a specialized toolkit for deploying Claude-powered agents in financial services contexts, including:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Compliance-aware workflows&lt;/li&gt;
&lt;li&gt;Risk assessment patterns&lt;/li&gt;
&lt;li&gt;Regulatory document processing&lt;/li&gt;
&lt;li&gt;Audit trail generation&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Significance&lt;/strong&gt;: Anthropic's dual presence in the top 20 demonstrates the company's &lt;strong&gt;dual-track strategy&lt;/strong&gt; — both a general-purpose skills framework (&lt;code&gt;anthropics/skills&lt;/code&gt;) and domain-specific solutions (&lt;code&gt;anthropics/financial-services&lt;/code&gt;).&lt;/p&gt;

&lt;h3&gt;
  
  
  4.5 #7 — farion1231/cc-switch (+866 stars, New Entry)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Claude Code environment switching tool.&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;A fresh &lt;strong&gt;new entry&lt;/strong&gt; this week, &lt;code&gt;cc-switch&lt;/code&gt; addresses a practical pain point: developers who work with &lt;strong&gt;multiple Claude Code environments&lt;/strong&gt; (e.g., different projects, different API keys, different configurations) need a way to quickly switch between them without reconfiguring from scratch.&lt;/p&gt;

&lt;p&gt;This tool reflects the &lt;strong&gt;maturation of the Claude Code ecosystem&lt;/strong&gt; — as adoption grows, the tooling around it (configuration managers, switchers, context managers) is proliferating rapidly.&lt;/p&gt;

&lt;h3&gt;
  
  
  4.6 #8 — affaan-m/everything-claude-code (+858 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;"A comprehensive resource collection for Claude Code users."&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Another Claude Code ecosystem entry, &lt;code&gt;everything-claude-code&lt;/code&gt; serves as a &lt;strong&gt;curated knowledge base&lt;/strong&gt; aggregating tips, tricks, workflows, integrations, and community discoveries around Anthropic's Claude Code product. Think of it as a comprehensive field guide for Claude Code power users.&lt;/p&gt;

&lt;h3&gt;
  
  
  4.7 #10 — github/spec-kit (+736 stars)
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;"Toolkit to help you get started with Spec-Driven Development."&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;strong&gt;GitHub's official &lt;code&gt;spec-kit&lt;/code&gt;&lt;/strong&gt; is an interesting outlier in the top 10 — it's not AI-specific per se, but represents a systematic approach to AI-augmented development. Spec-Driven Development (SDD) is a methodology that structures AI-assisted coding through a &lt;strong&gt;specification → plan → task → implementation&lt;/strong&gt; workflow:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────────────────────┐
│            Spec-Driven Development Workflow                  │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│   Step 1: SPECIFICATION                                     │
│   └─ Write natural-language requirements ("what" &amp;amp; "why")    │
│            │                                                │
│            ▼                                                │
│   Step 2: PLAN                                              │
│   └─ AI breaks down spec into implementable tasks           │
│            │                                                │
│            ▼                                                │
│   Step 3:TASKS                                              │
│   └─ Structured, reviewable task list                       │
│            │                                                │
│            ▼                                                │
│   Step 4: IMPLEMENTATION                                    │
│   └─ AI writes code based on the plan, not the prompt       │
│                                                             │
└─────────────────────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Why it's trending&lt;/strong&gt;: Developers are increasingly frustrated with "vibe coding" (AI-assisted coding without structure). Spec-kit provides a &lt;strong&gt;disciplined framework&lt;/strong&gt; that keeps AI agents grounded in well-defined requirements rather than generating ad-hoc solutions.&lt;/p&gt;




&lt;h2&gt;
  
  
  5. Thematic Analysis
&lt;/h2&gt;

&lt;h3&gt;
  
  
  5.1 The "Skills Pattern" Explained
&lt;/h3&gt;

&lt;p&gt;The most significant trend this week is the emergence and rapid adoption of the &lt;strong&gt;"skills pattern"&lt;/strong&gt; for AI coding agents. Conceptually, a "skill" is a &lt;strong&gt;structured configuration file or script&lt;/strong&gt; that defines how an AI agent should behave in specific situations.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────────────────────────────────┐
│                    AI Agent Skills Architecture                          │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                         │
│   ┌───────────────┐     ┌───────────────┐     ┌───────────────┐       │
│   │  AI Coding   │     │   Skills     │     │    Output    │       │
│   │   Agent      │◄────│  (Config &amp;amp;   │────►│  (Constrained│       │
│   │  (Claude,    │     │   Patterns)   │     │   + Reliable)│       │
│   │   Codex)     │     │               │     │              │       │
│   └───────────────┘     └───────────────┘     └───────────────┘       │
│                                                                         │
│   Skills Examples:                                                       │
│   ├─ Guardrails: Block dangerous git commands                           │
│   ├─ TDD patterns: Require tests before code                           │
│   ├─ Debug workflows: Structured error investigation                    │
│   ├─ Domain patterns: TypeScript, React, Python best practices          │
│   └─ Review checklists: PR description templates, code style guides    │
│                                                                         │
└─────────────────────────────────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Why the skills pattern is gaining traction&lt;/strong&gt;:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Driver&lt;/th&gt;
&lt;th&gt;Explanation&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Reliability&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Raw AI agents make mistakes; skills constrain behavior to proven patterns&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Reproducibility&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Teams can share and version-control their AI workflows&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Onboarding&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;New team members inherit best practices automatically&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Domain expertise&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Encoding expert workflows makes junior devs more effective&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Safety&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Guardrails prevent catastrophic actions (data loss, security issues)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  5.2 The Claude Code Ecosystem Explosion
&lt;/h3&gt;

&lt;p&gt;An interesting sub-trend this week is the &lt;strong&gt;rapid growth of the Claude Code ecosystem&lt;/strong&gt;. With 3 repositories directly related to Claude Code (&lt;code&gt;cc-switch&lt;/code&gt;, &lt;code&gt;everything-claude-code&lt;/code&gt;, &lt;code&gt;spec-kit&lt;/code&gt; which integrates with it), and additional skills repositories explicitly designed for Claude Code (mattpocock, anthropics, addyosmani), the Anthropic coding agent is generating significant community tooling activity.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Claude Code ecosystem map&lt;/strong&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────────────────────────────────┐
│                    Claude Code Ecosystem (Week of May 9–15, 2026)        │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                         │
│                        ┌─────────────────┐                              │
│                        │  Claude Code     │                              │
│                        │  (Core Product)  │                              │
│                        └────────┬────────┘                              │
│                                 │                                        │
│         ┌───────────────────────┼───────────────────────┐               │
│         │                       │                       │               │
│         ▼                       ▼                       ▼               │
│  ┌─────────────┐        ┌─────────────┐        ┌─────────────┐         │
│  │  cc-switch  │        │ everything- │        │  spec-kit   │         │
│  │ (Env Manager)│        │ claude-code │        │ (SDD Flow)  │         │
│  └─────────────┘        │  (Guide)    │        └──────┬──────┘         │
│                         └─────────────┘               │                 │
│         ┌───────────────────────────────────────────┘                 │
│         │                                                                 │
│         ▼                                                                 │
│  ┌─────────────────────────────────────────────────────────────┐         │
│  │              Skills Repositories (for Claude Code)          │         │
│  │                                                              │         │
│  │  mattpocock/skills     addyosmani/agent-skills              │         │
│  │  anthropics/skills     multica-ai/andrej-karpathy-skills    │         │
│  └─────────────────────────────────────────────────────────────┘         │
│                                                                         │
└─────────────────────────────────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  5.3 Domain-Specific AI Agents
&lt;/h3&gt;

&lt;p&gt;Another notable trend: &lt;strong&gt;domain-specific AI agent repositories&lt;/strong&gt; are gaining traction alongside general-purpose tools:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Domain&lt;/th&gt;
&lt;th&gt;Focus&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;anthropics/financial-services&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Finance&lt;/td&gt;
&lt;td&gt;Compliance, risk, audit trails&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;TauricResearch/TradingAgents&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Trading&lt;/td&gt;
&lt;td&gt;AI-powered trading strategies&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;bytedance/UI-TARS-desktop&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;UI Automation&lt;/td&gt;
&lt;td&gt;Desktop UI agent by ByteDance&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;ruvnet/ruflo&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Flow/Productivity&lt;/td&gt;
&lt;td&gt;Workflow automation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;VoltAgent/awesome-design-md&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;Design&lt;/td&gt;
&lt;td&gt;Design system documentation&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;This signals that AI agents are &lt;strong&gt;maturing beyond general coding assistance&lt;/strong&gt; into specialized tools for vertical domains — a natural evolution as the underlying models become more capable and the community develops domain-specific fine-tuning and prompting strategies.&lt;/p&gt;




&lt;h2&gt;
  
  
  6. Organization Breakdown
&lt;/h2&gt;

&lt;h3&gt;
  
  
  6.1 Corporate Presence
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Organization&lt;/th&gt;
&lt;th&gt;Repositories&lt;/th&gt;
&lt;th&gt;Combined Stars&lt;/th&gt;
&lt;th&gt;Strategy&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Anthropic&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;code&gt;financial-services&lt;/code&gt;, &lt;code&gt;skills&lt;/code&gt;
&lt;/td&gt;
&lt;td&gt;~1,514&lt;/td&gt;
&lt;td&gt;Dual-track: general + domain-specific&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;ByteDance&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;UI-TARS-desktop&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;428&lt;/td&gt;
&lt;td&gt;Desktop UI automation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;GitHub&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;spec-kit&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;736&lt;/td&gt;
&lt;td&gt;Spec-Driven Development tooling&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Anomaly Innovations&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;code&gt;opencode&lt;/code&gt; (new)&lt;/td&gt;
&lt;td&gt;430&lt;/td&gt;
&lt;td&gt;Open-source coding agent&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  6.2 Research Lab Presence
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Organization&lt;/th&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Total Stars&lt;/th&gt;
&lt;th&gt;Focus&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;NousResearch&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;hermes-agent&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;~105,000&lt;/td&gt;
&lt;td&gt;Self-improving AI agents&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;TauricResearch&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;TradingAgents&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;(growing)&lt;/td&gt;
&lt;td&gt;AI trading systems&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;multica-ai&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;andrej-karpathy-skills&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;(growing)&lt;/td&gt;
&lt;td&gt;Expert workflow encoding&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  6.3 Community-Driven Repositories
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;11 out of 20&lt;/strong&gt; top repositories this week are owned by individual developers, underscoring the &lt;strong&gt;grassroots nature&lt;/strong&gt; of the AI agent skills movement. This is reminiscent of the early days of npm packages or Vue.js — a single influential individual's idea (&lt;code&gt;mattpocock/skills&lt;/code&gt;) has catalyzed a community-wide movement in a matter of weeks.&lt;/p&gt;




&lt;h2&gt;
  
  
  7. Key Statistics
&lt;/h2&gt;

&lt;h3&gt;
  
  
  7.1 Aggregate Numbers
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;Value&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Total stars (Top 20)&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;14,591 stars&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Average stars per repo&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;~730 stars&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Highest weekly gain&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;strong&gt;1,618 stars&lt;/strong&gt; (&lt;code&gt;mattpocock/skills&lt;/code&gt;)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Lowest in Top 20&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;strong&gt;415 stars&lt;/strong&gt; (&lt;code&gt;yikart/AiToEarn&lt;/code&gt;)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;New entries&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;strong&gt;3 repos&lt;/strong&gt; (&lt;code&gt;cc-switch&lt;/code&gt;, &lt;code&gt;opencode&lt;/code&gt;, &lt;code&gt;AiToEarn&lt;/code&gt;)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Entry threshold&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;
&lt;strong&gt;+415 stars&lt;/strong&gt; (exceptionally high)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  7.2 Week-over-Week Comparison
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;This Week (May 9–15)&lt;/th&gt;
&lt;th&gt;Previous Week&lt;/th&gt;
&lt;th&gt;Change&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;#1 stars gained&lt;/td&gt;
&lt;td&gt;1,618&lt;/td&gt;
&lt;td&gt;~1,200 (est.)&lt;/td&gt;
&lt;td&gt;▲ +35%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;#20 threshold&lt;/td&gt;
&lt;td&gt;415&lt;/td&gt;
&lt;td&gt;~300 (est.)&lt;/td&gt;
&lt;td&gt;▲ +38%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;AI agent repos in Top 20&lt;/td&gt;
&lt;td&gt;12+&lt;/td&gt;
&lt;td&gt;~8 (est.)&lt;/td&gt;
&lt;td&gt;▲ +50%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;"Skills" repos in Top 20&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;~2 (est.)&lt;/td&gt;
&lt;td&gt;▲ +150%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  7.3 Historical Context
&lt;/h3&gt;

&lt;p&gt;Comparing this week to recent weeks (based on available data), the &lt;strong&gt;"skills pattern" trend is accelerating rapidly&lt;/strong&gt;:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Week&lt;/th&gt;
&lt;th&gt;# of "Skills" repos in Top 20&lt;/th&gt;
&lt;th&gt;Top repo stars&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;4 weeks ago&lt;/td&gt;
&lt;td&gt;~1&lt;/td&gt;
&lt;td&gt;~900&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3 weeks ago&lt;/td&gt;
&lt;td&gt;~2&lt;/td&gt;
&lt;td&gt;~1,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2 weeks ago&lt;/td&gt;
&lt;td&gt;~3&lt;/td&gt;
&lt;td&gt;~1,100&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Last week&lt;/td&gt;
&lt;td&gt;~4&lt;/td&gt;
&lt;td&gt;~1,300&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;This week&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;5&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;1,618&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  8. Notable Entries &amp;amp; Rising Stars
&lt;/h2&gt;

&lt;h3&gt;
  
  
  8.1 New Entries (🆕)
&lt;/h3&gt;

&lt;p&gt;Three repositories made their debut in this week's top 20:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;#&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Why It Matters&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;farion1231/cc-switch&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;7&lt;/td&gt;
&lt;td&gt;+866&lt;/td&gt;
&lt;td&gt;Addresses Claude Code multi-environment management&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;anomalyco/opencode&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;18&lt;/td&gt;
&lt;td&gt;+430&lt;/td&gt;
&lt;td&gt;Open-source coding agent from Anomaly Innovations&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;yikart/AiToEarn&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;20&lt;/td&gt;
&lt;td&gt;+415&lt;/td&gt;
&lt;td&gt;AI monetization/earnings platform&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  8.2 Biggest Jumpers
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Previous Rank&lt;/th&gt;
&lt;th&gt;Current Rank&lt;/th&gt;
&lt;th&gt;Change&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;obra/superpowers&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#17&lt;/td&gt;
&lt;td&gt;#5&lt;/td&gt;
&lt;td&gt;▲ +12&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;tinyhumansai/openhuman&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#31&lt;/td&gt;
&lt;td&gt;#13&lt;/td&gt;
&lt;td&gt;▲ +18&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;farion1231/cc-switch&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;🆕&lt;/td&gt;
&lt;td&gt;#7&lt;/td&gt;
&lt;td&gt;🆕 +13 (new)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;affaan-m/everything-claude-code&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#18&lt;/td&gt;
&lt;td&gt;#8&lt;/td&gt;
&lt;td&gt;▲ +10&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;ruvnet/ruflo&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#23&lt;/td&gt;
&lt;td&gt;#15&lt;/td&gt;
&lt;td&gt;▲ +8&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;&lt;strong&gt;&lt;code&gt;obra/superpowers&lt;/code&gt;&lt;/strong&gt; is particularly noteworthy — jumping 12 positions to #5 with +951 stars suggests it offers something the community urgently needs. Based on available data, &lt;code&gt;superpowers&lt;/code&gt; appears to be a comprehensive AI/coding superpowers toolkit that aggregates multiple skills and workflows into a cohesive framework.&lt;/p&gt;

&lt;h3&gt;
  
  
  8.3 Falling Stars
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Previous Rank&lt;/th&gt;
&lt;th&gt;Current Rank&lt;/th&gt;
&lt;th&gt;Change&lt;/th&gt;
&lt;th&gt;Analysis&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;Hmbown/DeepSeek-TUI&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#5&lt;/td&gt;
&lt;td&gt;#6&lt;/td&gt;
&lt;td&gt;▼ -1&lt;/td&gt;
&lt;td&gt;Minor drop, still strong&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;anthropics/financial-services&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#2&lt;/td&gt;
&lt;td&gt;#4&lt;/td&gt;
&lt;td&gt;▼ -2&lt;/td&gt;
&lt;td&gt;Normal fluctuation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;TauricResearch/TradingAgents&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#9&lt;/td&gt;
&lt;td&gt;#16&lt;/td&gt;
&lt;td&gt;▼ -7&lt;/td&gt;
&lt;td&gt;Saturated market?&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;garrytan/gstack&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#9&lt;/td&gt;
&lt;td&gt;#14&lt;/td&gt;
&lt;td&gt;▼ -5&lt;/td&gt;
&lt;td&gt;YC backing, stable&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;bytedance/UI-TARS-desktop&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;#13&lt;/td&gt;
&lt;td&gt;#19&lt;/td&gt;
&lt;td&gt;▼ -6&lt;/td&gt;
&lt;td&gt;Desktop UI is niche&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  9. What This Means for the Ecosystem
&lt;/h2&gt;

&lt;h3&gt;
  
  
  9.1 The Skills Pattern is a Paradigm Shift
&lt;/h3&gt;

&lt;p&gt;The most significant takeaway from this week's data is that &lt;strong&gt;the "skills pattern" represents a genuine paradigm shift&lt;/strong&gt; in how developers approach AI coding assistants:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Old paradigm&lt;/strong&gt;: "Here's a prompt, generate code."&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;New paradigm&lt;/strong&gt;: "Here are structured skills (guardrails, workflows, patterns), apply them intelligently."&lt;/p&gt;

&lt;p&gt;This shift has profound implications:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;AI agents become trainable&lt;/strong&gt;: Just as developers train ML models, teams can now &lt;strong&gt;train AI agents&lt;/strong&gt; through skills repositories&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Knowledge becomes portable&lt;/strong&gt;: Expert workflows encoded in skills can be shared, reviewed, and version-controlled like code&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Safety improves&lt;/strong&gt;: Guardrail skills prevent catastrophic mistakes, making AI agents safer for production use&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Teams converge on best practices&lt;/strong&gt;: Shared skills repositories create organizational standards for AI-assisted development&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  9.2 The Ecosystem is Consolidating Around Claude Code
&lt;/h3&gt;

&lt;p&gt;While the AI coding assistant market includes multiple players (GitHub Copilot, Cursor, Cody, etc.), this week's data suggests the &lt;strong&gt;open-source community is consolidating around Claude Code&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;5 skills repositories are &lt;strong&gt;explicitly designed for Claude Code&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;spec-kit&lt;/code&gt; (GitHub's official tool) has first-class Claude Code integration&lt;/li&gt;
&lt;li&gt;3 repositories directly address Claude Code ecosystem needs&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;mattpocock/skills&lt;/code&gt; — the week's #1 repo — was built for Claude Code&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  9.3 Domain Specialization is Accelerating
&lt;/h3&gt;

&lt;p&gt;The presence of domain-specific repositories (&lt;code&gt;financial-services&lt;/code&gt;, &lt;code&gt;TradingAgents&lt;/code&gt;, &lt;code&gt;UI-TARS-desktop&lt;/code&gt;) signals that &lt;strong&gt;AI agents are moving beyond general coding into vertical domains&lt;/strong&gt;. This mirrors the evolution of SaaS — from horizontal productivity tools to specialized industry solutions.&lt;/p&gt;

&lt;h3&gt;
  
  
  9.4 Predictions for Next Week
&lt;/h3&gt;

&lt;p&gt;Based on current momentum, here are educated predictions for next week's trending list:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Prediction&lt;/th&gt;
&lt;th&gt;Confidence&lt;/th&gt;
&lt;th&gt;Rationale&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;"Skills" repos will exceed 6 in Top 20&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;High&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Momentum is accelerating&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;
&lt;code&gt;mattpocock/skills&lt;/code&gt; will stay in Top 5&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;High&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Community interest still growing&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;New Claude Code ecosystem tools will appear&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;High&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Clear demand signal&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;First "skills marketplace" concept may emerge&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Medium&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Natural next step&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Corporate repos (Google, Microsoft) may enter&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Medium&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;They have similar offerings in development&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  10. Conclusion
&lt;/h2&gt;

&lt;p&gt;This week's GitHub trending data tells a compelling story: &lt;strong&gt;the open-source community has found a new obsession, and it's called "skills."&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;What started as Matt Pocock sharing his personal &lt;code&gt;.claude&lt;/code&gt; directory has exploded into a &lt;strong&gt;week-long frenzy&lt;/strong&gt; of skills repository creation, with at least 5 skills-focused repositories earning spots in this week's top 20 — including one that gained &lt;strong&gt;+1,618 stars in 7 days&lt;/strong&gt;, making it one of the fastest-growing repositories on all of GitHub.&lt;/p&gt;

&lt;p&gt;The implications extend far beyond GitHub stars. The "skills pattern" represents a &lt;strong&gt;fundamental shift&lt;/strong&gt; in how we think about AI coding assistants — from stateless code generators to &lt;strong&gt;behaviorally-defined agents&lt;/strong&gt; that can be engineered, shared, reviewed, and improved like any other software artifact.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────────────────────────────────────┐
│                          Key Takeaways                                      │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                             │
│   🔥 The "Skills Pattern" is viral — 5 skills repos in Top 20 this week     │
│                                                                             │
│   🤖 AI agents are maturing — from code generation to structured workflows  │
│                                                                             │
│   💼 The ecosystem is consolidating — Claude Code has the most momentum     │
│                                                                             │
│   🏢 Domain specialization is accelerating — finance, trading, design agents │
│                                                                             │
│   👥 Community-driven innovation — 11/20 repos are individual projects     │
│                                                                             │
│   📈 Entry threshold hit +415 stars — one of the highest ever recorded     │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Whether you're a seasoned developer or just getting started with AI coding tools, this week's trending data offers a clear signal: &lt;strong&gt;the future of AI-assisted development is skills-based, structured, and community-driven.&lt;/strong&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  Appendix: Resources &amp;amp; Links
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Trending Repositories
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Rank&lt;/th&gt;
&lt;th&gt;Repository&lt;/th&gt;
&lt;th&gt;Link&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;mattpocock/skills&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/mattpocock/skills" rel="noopener noreferrer"&gt;https://github.com/mattpocock/skills&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;NousResearch/hermes-agent&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/nousresearch/hermes-agent" rel="noopener noreferrer"&gt;https://github.com/nousresearch/hermes-agent&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;multica-ai/andrej-karpathy-skills&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/multica-ai/andrej-karpathy-skills" rel="noopener noreferrer"&gt;https://github.com/multica-ai/andrej-karpathy-skills&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;anthropics/financial-services&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anthropics/financial-services" rel="noopener noreferrer"&gt;https://github.com/anthropics/financial-services&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;obra/superpowers&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/obra/superpowers" rel="noopener noreferrer"&gt;https://github.com/obra/superpowers&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;6&lt;/td&gt;
&lt;td&gt;Hmbown/DeepSeek-TUI&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/Hmbown/DeepSeek-TUI" rel="noopener noreferrer"&gt;https://github.com/Hmbown/DeepSeek-TUI&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;7&lt;/td&gt;
&lt;td&gt;farion1231/cc-switch&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/farion1231/cc-switch" rel="noopener noreferrer"&gt;https://github.com/farion1231/cc-switch&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;8&lt;/td&gt;
&lt;td&gt;affaan-m/everything-claude-code&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/affaan-m/everything-claude-code" rel="noopener noreferrer"&gt;https://github.com/affaan-m/everything-claude-code&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;9&lt;/td&gt;
&lt;td&gt;addyosmani/agent-skills&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/addyosmani/agent-skills" rel="noopener noreferrer"&gt;https://github.com/addyosmani/agent-skills&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;10&lt;/td&gt;
&lt;td&gt;github/spec-kit&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/github/spec-kit" rel="noopener noreferrer"&gt;https://github.com/github/spec-kit&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;11&lt;/td&gt;
&lt;td&gt;datawhalechina/hello-agents&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/datawhalechina/hello-agents" rel="noopener noreferrer"&gt;https://github.com/datawhalechina/hello-agents&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;12&lt;/td&gt;
&lt;td&gt;VoltAgent/awesome-design-md&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/VoltAgent/awesome-design-md" rel="noopener noreferrer"&gt;https://github.com/VoltAgent/awesome-design-md&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;13&lt;/td&gt;
&lt;td&gt;tinyhumansai/openhuman&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/tinyhumansai/openhuman" rel="noopener noreferrer"&gt;https://github.com/tinyhumansai/openhuman&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;14&lt;/td&gt;
&lt;td&gt;garrytan/gstack&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/garrytan/gstack" rel="noopener noreferrer"&gt;https://github.com/garrytan/gstack&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;15&lt;/td&gt;
&lt;td&gt;ruvnet/ruflo&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/ruvnet/ruflo" rel="noopener noreferrer"&gt;https://github.com/ruvnet/ruflo&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;16&lt;/td&gt;
&lt;td&gt;TauricResearch/TradingAgents&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/TauricResearch/TradingAgents" rel="noopener noreferrer"&gt;https://github.com/TauricResearch/TradingAgents&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;17&lt;/td&gt;
&lt;td&gt;anthropics/skills&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anthropics/skills" rel="noopener noreferrer"&gt;https://github.com/anthropics/skills&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;18&lt;/td&gt;
&lt;td&gt;anomalyco/opencode&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/anomalyco/opencode" rel="noopener noreferrer"&gt;https://github.com/anomalyco/opencode&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;19&lt;/td&gt;
&lt;td&gt;bytedance/UI-TARS-desktop&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/bytedance/UI-TARS-desktop" rel="noopener noreferrer"&gt;https://github.com/bytedance/UI-TARS-desktop&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;20&lt;/td&gt;
&lt;td&gt;yikart/AiToEarn&lt;/td&gt;
&lt;td&gt;&lt;a href="https://github.com/yikart/AiToEarn" rel="noopener noreferrer"&gt;https://github.com/yikart/AiToEarn&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  Data Sources
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Star History&lt;/strong&gt;: &lt;a href="https://www.star-history.com/" rel="noopener noreferrer"&gt;star-history.com&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;GitHub Trending&lt;/strong&gt;: &lt;a href="https://github.com/trending" rel="noopener noreferrer"&gt;github.com/trending&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Coding AI Leaderboard&lt;/strong&gt;: &lt;a href="https://www.star-history.com/coding-ai-leaderboard" rel="noopener noreferrer"&gt;star-history.com/coding-ai-leaderboard&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Tools Mentioned
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Description&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Claude Code&lt;/td&gt;
&lt;td&gt;Anthropic's AI coding assistant&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hermes Agent&lt;/td&gt;
&lt;td&gt;NousResearch's self-improving AI agent&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Spec-Kit&lt;/td&gt;
&lt;td&gt;GitHub's Spec-Driven Development toolkit&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;DeepSeek-TUI&lt;/td&gt;
&lt;td&gt;Terminal UI for DeepSeek models&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;opencode&lt;/td&gt;
&lt;td&gt;Anomaly Innovations' open coding agent&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;About the Author&lt;/strong&gt;: 码流怪侠 — CSDN technical blogger, researcher in video codecs, video quality assessment, and AI tools. This analysis is based on publicly available GitHub star history data from star-history.com for the week of May 9–15, 2026.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Disclaimer&lt;/strong&gt;: Star counts and repository details are sourced from star-history.com and may not reflect real-time data. The analysis and interpretations represent the author's views based on available information.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;License&lt;/strong&gt;: This article is available for redistribution and reference with attribution.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>github</category>
      <category>ai</category>
      <category>python</category>
      <category>beginners</category>
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